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Maximizing Insights, Minimizing Data: I/O Time Prediction Using Transfer Learning2025 IEEE International Conference on High Performance Computing, Data, and Analytics conference-paper Computer Science Advanced Data Storage Technologies
Adrian Voß, Radita Liem, Julian Martin Kunkel, Jay Lofstead, Philip Carns, Matthias Müller
0citations -
High-Quality I/O Bandwidth Prediction with Minimal Data via Transfer Learning Workflow2024 IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD) conference-paper Computer Science Parallel Computing and Optimization Techniques
Dmytro Povaliaiev, Radita Liem, Julian Martin Kunkel, Jay Lofstead, Philip Carns
4citations -
Time-Resolved Monitoring of the Oxygen Transfer Rate of Chinese Hamster Ovary Cells Provides Insights Into Culture Behavior in Shake Flasks2021 Frontiers in Bioengineering and Biotechnology article Engineering Fluid Dynamics and Mixing Open access
Nina Ihling, Lara Pauline Munkler, Christoph Berg, Britta Reichenbächer, Dietmar Lang, Roland Wagner, +1 more
19citations -
Is home-based monitoring of ovulation to time frozen embryo transfer a cost-effective alternative for hospital-based monitoring of ovulation? Study protocol of the multicentre, non-inferiority Antarctica-2 randomised controlled trial
Tjitske R. Zaat, Jan Peter de Bruin, Mariëtte Goddijn, Marchien van Baal, E B Benneheij, Frank J. Broekmans, +19 more
9citations -
Joint structure-based inversion of electrical resistivity and seismic travel-time data for fault characterization.2026 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Andrea Balza Morales, Nino Menzel, Hansruedi Maurer, Florian M. Wagner
0citations -
Fast body part segmentation and tracking of neonatal video data using deep learning2020 Medical & Biological Engineering & Computing article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, +5 more
113citations -
Real-time forecasting of COVID-19 bed occupancy in wards and Intensive Care Units2021 Health Care Management Science book-chapter Health Professions Healthcare Operations and Scheduling Optimization Open access
Stef Baas, Aleida Braaksma, Plom van Rooij, Fieke J. Snijders, Lars Tiemessen, Richard J. Boucherie
47citations -
Time‐Conditioned Zero‐Shot Self‐Supervised Reconstruction for Accelerated 3D Ultra‐Low‐Field MRI2026 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Mart W J van Straten, Beatrice Lena, Chloé Najac, Ruben van den Broek, Peter Börnert, Andrew Webb, +1 more
0citations -
Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods2025 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Ying Wang, Yunchi Zhou, Yinghao Cheng, Xiaoli Zhao, Willie J.G.M. Peijnenburg, Martina G. Vijver, +3 more
55citations -
Deep learning-based instance segmentation on 3D laser triangulation data for inline monitoring of particle size distributions in construction and demolition waste recycling26citations
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Effect of Workflow Improvements on Time to Endovascular Thrombectomy for Acute Ischemic Stroke in the MR CLEAN Registry2023 Stroke Vascular and Interventional Neurology article Medicine Acute Ischemic Stroke Management Open access
Paula M. Janssen, Bob Roozenbeek, Jonathan M. Coutinho, Adriaan C.G.M. van Es, Wouter J. Schonewille, Geert J. Lycklama à Nijeholt, +2 more
7citations -
Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks97citations
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The use of variable delay multipulse chemical exchange saturation transfer for separately assessing different CEST pools in the human brain at 7T2021 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Bárbara Schmitz‐Abecassis, Elena Vinogradov, Jannie P. Wijnen, Thijs W. van Harten, Evita C. Wiegers, Hans M. Hoogduin, +2 more
14citations -
Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications
Timm Linder, Kilian Pfeiffer, Narunas Vaškevičius, Robert F. Schirmer, Kai O. Arras
35citations -
Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
2citations